The DOI matches its Crossref record; 19 of the 24 references it cites were found in a registry or an index; none of the 24 sources its claims cite is checked for support yet.
Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions , 2nd edition
Open accessAbstract
Aims: Decision makers in public health practice and policy rely on access to trustworthy, relevant, synthesized evidence. The second edition of the Cochrane Handbook for Systematic Reviews of Interventions (‘the Handbook’) reflects a major revision in guidance for authors of systematic reviews, incorporating a decade of methodological development and a number of significant changes to previous recommendations. This paper aims to highlight new guidance that addresses a number of key methodological challenges for authors of systematic reviews in public health. Results: The revised Handbook includes guidance on framing public health research questions for synthesis, considering equity, intervention complexity, risk of bias assessment and synthesis methods other than meta-analysis. Reviews of public health interventions frequently encounter the types of methodological complexity addressed in this new guidance. Conclusion: We hope that readers will find that the Cochrane Handbook includes detailed and thoughtful guidance on both conceptualizing and executing systematic reviews relevant to public health questions. Considering the available methods guidance will, we hope, provide support for authors of public health reviews to tackle the challenges they encounter, strengthen their analysis and provide useful answers to the important questions asked by stakeholders and users of public health evidence.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This paper is a narrative overview of new and revised methodological guidance in the second edition of the Cochrane Handbook for Systematic Reviews of Interventions, aimed at authors of public health systematic reviews. It highlights Handbook guidance on framing review questions, equity, intervention complexity, risk of bias across diverse study designs, and synthesis methods other than meta-analysis.
Key findings
- The second edition of the Handbook represents a major revision incorporating a decade of methodological development, with new standalone guidance on equity (Chapter 16) and, for the first time, alternative statistical synthesis methods (Chapter 12).
- Reviews of public health interventions frequently encounter the methodological complexity addressed by this guidance, including interventions that vary in theoretical approach, components and implementation, and populations that differ in important ways.
- Around a third to half of all systematic reviews do not use meta-analysis at all, and more do not use meta-analysis for all outcomes (citing refs 23–24).
- Alternative synthesis methods presented in Chapter 12 include summary statistics describing the range of effect estimates, vote counting based on direction of effect, and combining P values, with companion visual displays such as box plots, harvest plots and albatross plots; these yield results "more limited for decision making in comparison to meta-analysis."
Methods
- Design: a narrative guidance/commentary paper highlighting selected areas of updated Cochrane guidance of particular relevance to public health reviews; it is not itself a systematic review.
- Data: no new data were generated or analysed (per the paper's data availability statement); illustrative examples are drawn from existing reviews (e.g. a school-based physical activity review and a rotavirus vaccine review).
- Content covers Handbook chapters on scope and eligibility (Chapters 2–3), equity (Chapter 16), intervention complexity (Chapter 17), bias (Chapters 7, 13), risk-of-bias tools RoB 2 (Chapter 8) and ROBINS-I (Chapter 25), and alternative synthesis (Chapter 12), plus PRISMA 2020 and SWiM reporting guidelines.
Limitations
- The paper states no formal limitations section; it is explicitly a selective highlight of "some areas" of updated guidance rather than a comprehensive account.
- Evident from the text: as a narrative overview without new data or empirical evaluation, it does not assess the uptake, impact or effectiveness of the guidance it describes, and its recommendations rest on the Handbook's methodological development rather than on primary research conducted here.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Statistics
Verification
Claims the paper makes
0 of 24 cited sources checked · 0 supported · 0 flagged
- Probably not a substantial claim. 21
- It may state two separate claims as one. 11
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Reviews of public health interventions frequently encounter the types of methodological complexity addressed in this new guidance.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Abstract > Results
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
- Rests on an assumption: It is common for reviews in public health to consider interventions that vary in theoretical approach, components and implementation among the included studies.
- Rests on an assumption: It is well known that public health interventions are often comprised of multiple components (what may be considered ‘complicated’ interventions).
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Additional complexity in interventions may also arise from interactions, between components, between interventions and participants, or with the context in which the intervention occurs.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Intervention complexity
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Rests on an assumption: It is well known that public health interventions are often comprised of multiple components (what may be considered ‘complicated’ interventions).
In the paper
“Addressed for the first time in a standalone chapter, Chapter 16 of the Handbook presents strategies to consider and incorporate equity throughout the systematic review process.13”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Equity
What the sources say
- Not checked yetcites [13] Welch
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Recent examples of collaboration during the COVID-19 crisis, such as that between Cochrane, WHO and other policy agencies, highlight the potential impact of well-conducted systematic reviews that meet the needs of policy partners.4”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Introduction
What the sources say
- Not checked yetcites [4] Cochrane, 2021
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Chapter 7 of the updated Handbook outlines the theoretical underpinnings of bias, using evidence-based methods to identify risk factors associated with bias in results and discussing the role of conflict of interest.17”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Risk of bias in diverse study designs
What the sources say
- Not checked yetcites [17] Boutron, 2019
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“The revised Handbook includes guidance on framing public health research questions for synthesis, considering equity, intervention complexity, risk of bias assessment and synthesis methods other than meta-analysis.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Abstract > Results
What the sources say
- Not checked yetcites [6] Higgins, 2019 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“Logic models and conceptual frameworks may help to think through the important concepts within the review.7”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Framing the review objectives and structuring the synthesis
What the sources say
- Not checked yetcites [7] Thomas, 2019
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
In the paper
“The second edition of the Cochrane Handbook for Systematic Reviews of Interventions (‘the Handbook’) reflects a major revision in guidance for authors of systematic reviews, incorporating a decade of methodological development and a number of significant changes to previous recommendations.”
- Also stated in: § Introduction · plain
“Updated at the end of 2019, the second edition of the Handbook6 represents a major revision of methodological guidance for authors of systematic reviews, reflecting a decade of methodological development and including a number of significant changes to previous recommendations.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Abstract > Aims
What the sources say
- Not checked yetcites [6] Higgins, 2019 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Also stated in: § Introduction · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Although not every variation can be predicted in advance, the fact that variation will be found is predictable.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Framing the review objectives and structuring the synthesis
Strength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
- Rests on an assumption: It is common for reviews in public health to consider interventions that vary in theoretical approach, components and implementation among the included studies.
In the paper
“Undertaking a review with a systems perspective takes the consideration of complexity even further, considering an intervention as an event within a broader, adaptive system.15”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Intervention complexity
What the sources say
- Not checked yetcites [15] Thomas, 2019
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Systematic reviews are widely published on public health topics and routinely incorporated into guidelines.1–3”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Introduction
What the sources say
- Not checked yetcites [1] World Health Organization, 2018
- Not checked yetcites [2] NICE, 2020
- Not checked yetcites [3] National Health and Medical Research Council, 2021
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“The Cochrane Handbook for Systematic Reviews of Interventions (‘the Handbook’) incorporates practical guidance on conducting a systematic review from idea to publication and has been internationally recognized as a gold standard resource since its first print publication in 2008.5”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Introduction
What the sources say
- Not checked yetcites [5] Higgins, 2008 source
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Chapter 25 details the Risk of Bias in Non-Randomized Studies of Interventions tool (ROBINS-I), which is designed to be applied to a wide range of study designs, including follow-up (cohort) studies, and controlled or uncontrolled before–after studies (including interrupted time series).20”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Risk of bias in diverse study designs
What the sources say
- Not checked yetcites [20] Sterne, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Guidance in the updated Handbook suggests that authors then specify how these groups will be used in specific syntheses or comparisons within the review, in enough detail that the selection of studies for inclusion in a group or synthesis could be replicated.8”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Framing the review objectives and structuring the synthesis
What the sources say
- Not checked yetcites [8] McKenzie, 2019
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“For the first time, Chapter 12 of the Handbook presents a number of alternative statistical synthesis methods for this scenario, including the use of summary statistics to describe the observed range of intervention effect estimates, vote counting based on the direction of effect, or combining P values.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Synthesis methods other than meta-analysis
What the sources say
- Not checked yetcites [25] McKenzie, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Rests on an assumption: Reasons why meta-analysis may not be possible are varied, but one reason may be when the included primary studies do not provide the necessary data required for a meta-analysis.
In the paper
“Companion visual displays for these synthesis methods are also described, including box plots, harvest plots and albatross plots.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Synthesis methods other than meta-analysis
What the sources say
- Not checked yetcites [25] McKenzie, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Both tools provide structured signalling questions to assist authors in thinking through each aspect to be considered as part of the assessment process.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Risk of bias in diverse study designs
What the sources say
- Not checked yetcites [19] Higgins, 2019 source
- Not checked yetcites [20] Sterne, 2019
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Chapter 17 of the Handbook outlines in further detail how authors of systematic reviews can think through what kinds of complexity might apply to their review at the planning stages, and how they might address it in the most useful way.15”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Intervention complexity
What the sources say
- Not checked yetcites [15] Thomas, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Chapters 2 and 3 of the Handbook provide practical guidance on a structured approach for thinking through the scope and eligibility for the review as well as possible groupings of population, intervention, outcomes and study designs.7,8”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Framing the review objectives and structuring the synthesis
What the sources say
- Not checked yetcites [7] Thomas, 2019
- Not checked yetcites [8] McKenzie, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Chapter 8 details version 2 of the Cochrane Risk of Bias tool for randomized trials (RoB 2), which incorporates considerably updated thinking about factors important to bias, including updated guidance on cluster randomized trials, such as those where schools, families or communities are randomized to receive different interventions.19”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Risk of bias in diverse study designs
What the sources say
- Not checked yetcites [19] Higgins, 2019 source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Chapter 13 presents guidance on the risks of bias due to missing results (such as unpublished studies or unreported outcomes).18”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Risk of bias in diverse study designs
What the sources say
- Not checked yetcites [18] Page, 2019
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Around a third to half of all systematic reviews do not use meta-analysis at all,23,24 and more do not use meta-analysis for all outcomes.”
§ Strengthening systematic reviews in public health: guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition > Synthesis methods other than meta-analysis
What the sources say
- Not checked yetcites [23] Campbell, 2019, Lack of transparency in reporting narrative synthesis of quantitative data: a methodological assessment of systematic reviews, J Clin Epidemiol source
- Not checked yetcites [24] Page, 2016, Epidemiology and reporting characteristics of systematic reviews of biomedical research: a cross-sectional study, PLoS Med source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper relies on this without support.
It is common for reviews in public health to consider interventions that vary in theoretical approach, components and implementation among the included studies.
“It is common for reviews in public health to consider interventions that vary in theoretical approach, components and implementation among the included studies.”
The paper relies on this without support.
Planning for complexity can minimize bias arising from post hoc selection while improving clarity for readers.
“Planning for complexity can minimize bias arising from post hoc selection while improving clarity for readers.”
The paper relies on this without support.
Presenting a clear definition of each group and a rationale for the groups chosen enables transparency and replicability of the decisions to group studies in particular ways and enhances understanding for readers and end users of the review’s findings.
“Presenting a clear definition of each group and a rationale for the groups chosen enables transparency and replicability of the decisions to group studies in particular ways and enhances understanding for readers and end users of the review’s findings.”
The paper relies on this without support.
Considering equity explicitly in systematic reviews from question formulation to interpretation adds value to the review’s findings, enabling end users to understand whether and how the findings of the review apply to different populations and settings, and ensuring that high-level, aggregated results do not obscure important differences in effects.
“Considering equity explicitly in systematic reviews from question formulation to interpretation adds value to the review’s findings, enabling end users to understand whether and how the findings of the review apply to different populations and settings, and ensuring that high-level, aggregated results do not obscure important differences in effects.”
The paper relies on this without support.
It is well known that public health interventions are often comprised of multiple components (what may be considered ‘complicated’ interventions).
“It is well known that public health interventions are often comprised of multiple components (what may be considered ‘complicated’ interventions).”
The paper relies on this without support.
Exhaustively listing intervention components may complicate analysis without adding meaningful understanding to the review’s findings.
“Exhaustively listing intervention components may complicate analysis without adding meaningful understanding to the review’s findings.”
The paper relies on this without support.
It may be that the most useful review would not aim to estimate a universal effect, but to explore why and how an intervention may have been successful in specific cases.
“It may be that the most useful review would not aim to estimate a universal effect, but to explore why and how an intervention may have been successful in specific cases.”
The paper relies on this without support.
Although many systematic reviews of public health interventions include randomized trials, there are others that cannot, where randomized trials may be unethical, infeasible, unaffordable or simply do not exist.
“Although many systematic reviews of public health interventions include randomized trials, there are others that cannot, where randomized trials may be unethical, infeasible, unaffordable or simply do not exist.”
The paper relies on this without support.
Reasons why meta-analysis may not be possible are varied, but one reason may be when the included primary studies do not provide the necessary data required for a meta-analysis.
“Reasons why meta-analysis may not be possible are varied, but one reason may be when the included primary studies do not provide the necessary data required for a meta-analysis.”
The paper relies on this without support.
In some cases, synthesis may be inappropriate, for example where the included studies are at a high risk of bias or there are concerns about missing evidence.
“In some cases, synthesis may be inappropriate, for example where the included studies are at a high risk of bias or there are concerns about missing evidence.”
The paper relies on this without support.
Although these alternative synthesis methods yield results that are more limited for decision making in comparison to meta-analysis, they provide additional options for review authors when the required data for meta-analysis are not available.
“Although these alternative synthesis methods yield results that are more limited for decision making in comparison to meta-analysis, they provide additional options for review authors when the required data for meta-analysis are not available.”
The paper relies on this without support.
These methods may enable authors to make the most of the available data and provide a structured approach where authors may have felt limited to text-based descriptions of the findings of individual studies, which can become rapidly unwieldy where large numbers of studies or complex interventions are involved.
“These methods may enable authors to make the most of the available data and provide a structured approach where authors may have felt limited to text-based descriptions of the findings of individual studies, which can become rapidly unwieldy where large numbers of studies or complex interventions are involved.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“According to Cochrane Collaboration guidelines (Cumpston et al. 2022), a minimum of ten studies is required to execute a moderator analysis”
From Examining Working Memory Training for Healthy Adults—A Second-Order Meta-Analysis (2024) · cites this paper as Cumpston et al. 2022
Experimental — accuracy not yet measured
Citations
Cites
The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · BMJ · doi:10.1136/bmj.n71 · Cited by 108,283
Self-citationCochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series
(2008) · doi:10.1002/9780470712184 · Cited by 25,048
Cochrane Handbook for Systematic Reviews of Interventions
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Cochrane Handbook for Systematic Reviews of Interventions
Higgins, J. P. T., Green, S., & Ben Van Den, A. (2020) · International Coaching Psychology Review · doi:10.53841/bpsicpr.2020.15.2.123 · Cited by 5,670
The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · PLoS Medicine · doi:10.1371/journal.pmed.1003583 · Cited by 5,148
Self-citationSynthesis without meta-analysis (SWiM) in systematic reviews: reporting guideline
Campbell, M., McKenzie, J. E., Sowden, A., Katikireddi, S. V., Brennan, S. E., Ellis, S., Hartmann-Boyce, J., Ryan, R., Shepperd, S., Thomas, J., et al. (2020) · BMJ · doi:10.1136/bmj.l6890 · Cited by 4,628
Self-citationThe Concepts and Principles of Equity and Health
Whitehead, M. (1992) · International Journal of Health Services · doi:10.2190/986l-lhq6-2vte-yrrn · Cited by 2,284
O'Neill, J., Tabish, H., Welch, V., Petticrew, M., Pottie, K., Clarke, M., Evans, T., Pardo Pardo, J., Waters, E., White, H., et al. (2014) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2013.08.005 · Cited by 1,657
Self-citationDobbins, M., Husson, H., DeCorby, K., & LaRocca, R. L. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007651.pub2 · Cited by 1,358
What types of interventions generate inequalities? Evidence from systematic reviews
Lorenc, T., Petticrew, M., Welch, V., & Tugwell, P. (2013) · Journal of Epidemiology and Community Health · doi:10.1136/jech-2012-201257 · Cited by 927
Self-citation
Flagged first, then by citations
5 of the 24 references couldn’t be matched to a known paper.
Research works printed but not linked: 12
- World Health Organization, 2018, WHO Handbook for Guideline Development
- NICE, 2020, Developing NICE Guidelines: The Manual
- National Health and Medical Research Council, 2021, Guidelines for Guidelines Manual
- Cochrane, 2021, Cochrane COVID reviews
- McKenzie, 2019, Cochrane Handbook for Systematic Reviews of Interventions
- Welch, Cochrane Handbook for Systematic Reviews of Interventions
- Thomas, 2019, Cochrane Handbook for Systematic Reviews of Interventions
- Boutron, 2019, Cochrane Handbook for Systematic Reviews of Interventions
- Page, 2019, Cochrane Handbook for Systematic Reviews of Interventions
- Higgins, 2019, Cochrane Handbook for Systematic Reviews of Interventions, 10.1002/9781119536604 · DOI · Paper page
- Sterne, 2019, Cochrane Handbook for Systematic Reviews of Interventions
- McKenzie, 2019, Cochrane Handbook for Systematic Reviews of Interventions
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“1 Recommendations on testing for funnel plot asymmetry) [31].”
BackgroundPapp, M., Kiss, N., Baka, M., Trásy, D., Zubek, L., Fehérvári, P., Harnos, A., Turan, C., Hegyi, P. J., & Molnár, Z. (2023) · Critical Care · doi:10.1186/s13054-023-04677-2 · Cited by 71
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“This study was conducted following the guidelines outlined in the Cochrane Handbook for Systematic Reviews of Interventions [23], and the results were reported following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines [24].”
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Familiari, F., Ammendolia, A., Rupp, M., Russo, R., Pujia, A., Montalcini, T., Marotta, N., Mercurio, M., Galasso, O., Millett, P. J., et al. (2023) · Journal of Orthopaedic Research® · doi:10.1002/jor.25648 · Cited by 42
Wu, L., Xu, G., & Qiao-feng, W. (2023) · Frontiers in Neurology · doi:10.3389/fneur.2023.1260652 · Cited by 47
Chew, H. S. J., Soong, R. Y., Ang, W. H. D., Ngooi, J. W., Park, J., Yong, J. Q. Y. O., & Goh, Y. S. S. (2025) · British Journal of Psychology · doi:10.1111/bjop.12768 · Cited by 47
Bahreiny, S. S., Ahangarpour, A., Rajaei, E., et al. (2024) · Reproductive Sciences · doi:10.1007/s43032-024-01676-8 · Cited by 38
“The latest methodological guidelines and recommendations for conducting meta-analyses in medical research were followed, ensuring the reliability and validity of our findings [37, 38].”
Effect of low-frequency noise exposure on cognitive function: a systematic review and meta-analysis
Liang, P., Li, J., Li, Z., Wei, J., Li, J., Zhang, S., Xu, S., Liu, Z., & Wang, J. (2024) · BMC Public Health · doi:10.1186/s12889-023-17593-5 · Cited by 38
Frangione, B., Birk, S., Benzouak, T., Rodríguez-Villamizar, L. A., Karim, F. A., Dugandzic, R. M., & Villeneuve, P. J. (2023) · International Journal of Obesity · doi:10.1038/s41366-023-01401-6 · Cited by 38
Jacobs, W., & Downey, L. E. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-064673 · Cited by 34
Yin, J., Song, X., Wang, C., Lin, X., & Miao, M. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-05382-8 · Cited by 44
Effectiveness of virtual clinical learning in nursing education: a systematic review
Alsharari, A. F., Salihu, D., & Alshammari, F. F. (2025) · BMC Nursing · doi:10.1186/s12912-025-03076-y · Cited by 37
“[38, 39].”
Mostafa, O. E. S., Malik, M., Qayum, K., et al. (2025) · Annals of Medicine and Surgery · doi:10.1097/ms9.0000000000002919 · Cited by 34
“The meta-analysis was performed following the Cochrane Handbook for Systematic Reviews and Meta-Analyses [ 14 ] , while also embracing the comprehensive guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) [ 15 ] .”
Technological affordances in teachers' online professional learning communities: A systematic review
Jin, F., Song, Z., Cheung, W. M., Lin, C., & Liu, T. (2023) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12935 · Cited by 51
Farhat, H., Alinier, G., Chaabna, K., Aifa, K. E., Abougalala, W., Laughton, J., & Dhiab, M. B. (2024) · Journal of Contingencies and Crisis Management · doi:10.1111/1468-5973.12592 · Cited by 32
Sohn, M., Dietrich, J. W., Nauck, M. A., & Lim, S. K. (2023) · Cardiovascular Diabetology · doi:10.1186/s12933-023-01877-6 · Cited by 33
Cabezas, M.-F., Nazar, G., Ranchor, A. V., & Annema, C. (2025) · Annals of Behavioral Medicine · doi:10.1093/abm/kaaf073 · Cited by 51
Bone density and fracture risk factors in ankylosing spondylitis: a meta-analysis
Yan, F., Wu, L., Lang, J., & Huang, Z. (2023) · Osteoporosis International · doi:10.1007/s00198-023-06925-1 · Cited by 29
Wei, W., Tang, H., Luo, Y., Yan, S., Ji, Q., Liu, Z., Li, H., Wu, F., Yang, S., & Yang, X. (2024) · Frontiers in Physiology · doi:10.3389/fphys.2024.1424815 · Cited by 29
Muñoz, M., Vilarrasa, J., Ruíz‐Magaz, V., et al. (2022) · Clinical Oral Implants Research · doi:10.1111/clr.14025 · Cited by 27
Wei, Q., Wang, H., Zhao, J., Luo, Z., Wang, C., Zhu, C., Su, N., & Zhang, S. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1237234 · Cited by 29
Iqbal, M., Kamarullah, W., Pranata, R., Putra, I. C. S., Karwiky, G., Achmad, C., & Kim, Y. (2024) · Arrhythmia & Electrophysiology Review · doi:10.15420/aer.2024.05 · Cited by 26
“13,14 The study protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO; ID: CRD42023484508).”
MethodMa, S., Dou, Y., Wang, W., Wei, A., Lan, M., Liu, J., Yang, L., & Yang, M. (2024) · American Journal of Obstetrics & Gynecology MFM · doi:10.1016/j.ajogmf.2023.101241 · Cited by 28
Tao, Y., Liang, Q., Zhang, F., Guo, S., Fan, L., & Zhao, F. (2024) · Systematic Reviews · doi:10.1186/s13643-024-02480-w · Cited by 26
Sun, Q., Wang, J., Wang, H., Yu, H., Wan, K., Ma, F. Y., & Wang, R. (2024) · Nutrients · doi:10.3390/nu17010055 · Cited by 31
Meng, R., Xu, J., Fan, C., Liao, H., Wu, Z., & Zeng, Q. (2024) · BMC Oral Health · doi:10.1186/s12903-024-04433-0 · Cited by 26
Caponio, V. C. A., Baca-González, L., González‐Serrano, J., Torres, J., & López‐Pintor, R. M. (2023) · Clinical Oral Investigations · doi:10.1007/s00784-023-05126-8 · Cited by 25
Xiaoyu, W., Yuxin, X., & Li, L. (2024) · Frontiers in Nutrition · doi:10.3389/fnut.2024.1325894 · Cited by 25
Sandoval, M. M., Ruvinsky, S., Palermo, M., Alconada, T., Brizuela, M. E., Wierzbicki, E. R., Cantos, J., Bardach, A., Ciapponi, A., & Gagetti, P. S. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1337276 · Cited by 24
Cao, D.-H., Gu, W.-B., Zhao, H.-Y., Hu, J.-L., & Yuan, H. (2024) · Archives of Osteoporosis · doi:10.1007/s11657-024-01400-8 · Cited by 25
“[17, 18].”
Raine, A., & Brodrick, L. (2024) · Aggression and Violent Behavior · doi:10.1016/j.avb.2024.101956 · Cited by 23
Li, X., Sun, Y., Zhou, Z., Li, J., Liu, S., Chen, L., Shi, Y., Wang, M., Zhu, Z., Wang, G., et al. (2024) · Advanced Science · doi:10.1002/advs.202308970 · Cited by 23
Fijan, S., Kolč, N., Hrašovec, M., Jamtvedt, G., Pogačar, M. Š., Turk, D. M., & Maver, U. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15041256 · Cited by 28
Silva, F. F. V. E., Caponio, V. C. A., Pérez‐Sayáns, M., Padín-Iruegas, E., Mascitti, M., Chamorro-Petronacci, C. M., Peñaranda, J. M. S., & Lorenzo‐Pouso, A. I. (2023) · Critical Reviews in Oncology/Hematology · doi:10.1016/j.critrevonc.2023.104202 · Cited by 23
Altheyab, A., Alqurashi, H., England, T. J., Phillips, B. E., & Piasecki, M. (2024) · Experimental Physiology · doi:10.1113/ep091881 · Cited by 20
“We adhered to the Preferred Reporting Items for Systematic Reviews andMeta-Analyses(PRISMA)statement(Pageetal.,2021),andutilised the Cochrane Handbook for Systematic Reviews of Interventions to guide the conduct of this review (Cumpston et al., 2022).”
Vakili, S. T., Haywood, D., Kirk, D., Abdou, A. M., Gopalakrishnan, R., Sadeghi, S., Guedes, H., Tan, C. J., Thamm, C., Bernard, R., et al. (2024) · JCO Clinical Cancer Informatics · doi:10.1200/cci.24.00119 · Cited by 30
Apaer, S., Aizezi, Z., Cao, X., et al. (2024) · Obesity Surgery · doi:10.1007/s11695-024-07076-w · Cited by 20
Workplace nomophobia: a systematic literature review
Hessari, H., Daneshmandi, F., Busch, P., & Smith, S. (2024) · Current Psychology · doi:10.1007/s12144-024-06222-y · Cited by 19
“Conversely, the significance of the review highlights its potential contributions to advancing knowledge, informing decision-making, or improving outcomes (Cumpston et al., 2022; Khaw et al., 2023).”
Elmajnoun, H. K., Faris, M. E., Abdelrahim, D. N., Haris, P. I., & Abu-Median, A.-B. (2023) · Diabetes Therapy · doi:10.1007/s13300-022-01363-4 · Cited by 27
“These indicate that the variability in the studies included in the present meta-analysis did not occur by chance; it could be classified by Cochrane groups into clinical, methodological and statistical heterogeneity [39].”
BackgroundWu, Q., Niu, X., Zhang, Y., Song, J., & Chi, A. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20042859 · Cited by 20
Effect of exercise intervention on lung function in asthmatic adults: a network meta-analysis
Xing, S., Feng, S., & Zeng, D. L. (2023) · Annals of Medicine · doi:10.1080/07853890.2023.2237031 · Cited by 20
Lü, W., Liu, F., Zhang, Y., He, X., Hu, Y., Xu, H., Yang, X., Li, J., & Kuang, W. (2024) · BMJ Mental Health · doi:10.1136/bmjment-2024-301019 · Cited by 21
Li, X., Luo, R., Binbin, Q., et al. (2022) · Computational and Mathematical Methods in Medicine · doi:10.1155/2022/9287737 · Cited by 19
“The risk-of-bias tool recommended by the Cochrane Handbook [16, 17] was used for evaluating of risk of bias in each included study.”
MethodLiu, H., Chen, J., Shao, W., Yan, S., & Ding, S. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1004465 · Cited by 20
Haimov, E., Sarikov, R., Haimov, H., et al. (2023) · Journal of Oral and Maxillofacial Research · doi:10.5037/jomr.2023.14301 · Cited by 19
“The Cochrane Collaboration’s tool for assessing the risk of bias [ 13] was used to assess bias of the studies that can affect cumulative evidence.”
MethodJiang, X., Zhou, J., Chen, Q., Xu, Q., Wang, S., Lin, Y., Zhang, D., Bi, H., & Li, H. (2023) · Journal of Back and Musculoskeletal Rehabilitation · doi:10.3233/bmr-220395 · Cited by 18
Dong, Y., Xu, H., Zhang, Z., et al. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1304552 · Cited by 19
Suen, M. H. P., Chow, A. Y. M., Woo, R. K. W., & Yuen, S. K. (2024) · Palliative & Supportive Care · doi:10.1017/s1478951524000464 · Cited by 21
“Data were extracted by 2 reviewers (MS, RW) using a standardized data extraction form to provide consistency, reduce bias, and increase the validity and reliability of the data extraction (Cumpston et al. 2022).”
MethodHuang, Z., Huang, S., Huang, Y., et al. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1273378 · Cited by 18
Kan, Z., Yan, W., Yang, M., Gao, H., Meng, D., Wang, N., Fang, Y., Wu, L., & Song, Y. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1144419 · Cited by 16
Wang, X., Han, X., Liu, X., Yan, J., Chen, C., & Li, Y. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.08.131 · Cited by 22
Bimanual motor impairments in older adults: An updated systematic review and meta-analysis
Kang, N., Ko, D. K., & Cauraugh, J. H. (2022) · EXCLI journal · doi:10.17179/excli2022-5236 · Cited by 15
“According to the PICO suggestion (Cumpston et al., 2022), we set following inclusion criteria: (a) Population: healthy older adults, (b) Intervention: age ≥ 60 years old, (c) Comparator: healthy young adults, and (d) Outcome: quantitative variables indicating bimanual motor performances.”
MethodEfficacy and safety of carnitine supplementation on NAFLD: a systematic review and meta-analysis
Liu, A., Cai, Y., Yuan, Y., Liu, M., Zhang, Z., Xu, Y., & Jiao, P. (2023) · Systematic Reviews · doi:10.1186/s13643-023-02238-w · Cited by 19
Seo, S., Jung, H., Gyawali, C. P., Lee, H. A., Lim, H. S., Jeong, E. S., Kim, S. E., & Moon, C. M. (2024) · Journal of Neurogastroenterology and Motility · doi:10.5056/jnm24024 · Cited by 17
“32 This evaluation encompassed various biases, including selective outcome data (reporting bias), incomplete outcome data (attrition bias), blinding of outcome assessment (detection bias), blinding of participants and personnel (performance bias), allocation concealment (selection bias), and random…”
BackgroundShammi, S. A., Ghosh, P., Sutradhar, A., Shamrat, F. M. J. M., Moni, M. A., & de Oliveira, T. E. A. (2024) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2024.3449748 · Cited by 18
Vámos, O., Komora, P., Gede, N., Hegyi, P. J., Kelemen, K., Varga, G., Mikulás, K., Kerémi, B., & Kispélyi, B. (2024) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntae085 · Cited by 17
“Our systematic review and meta-analysis are reported in accordance with the recommendations of the PRISMA 2020 guideline, 16 while the Cochrane Handbook 17 has been followed.”
MethodZhang, Q., Gao, Y., Wang, W., Zhao, X., Yu, J., & Huang, H. (2024) · Frontiers in Oncology · doi:10.3389/fonc.2024.1393902 · Cited by 19
Yu, Y., Fu, Y.-H., Chen, Y., Fang, Y.-W., & Tsai, M. (2025) · Frontiers in Nutrition · doi:10.3389/fnut.2025.1458353 · Cited by 17
Zeng, W., Wang, G., Liao, X., et al. (2022) · International Journal of Clinical Practice · doi:10.1155/2022/2192474 · Cited by 16
“,e quality of the literature was evaluated using the guidelines published in Cochrane handbook [16, 17], in which the evaluation indicators included the following: (1) selection bias (whether the included literature belongs to RCT); (2) group hiding (whether the group adopts blinding method); (3) blind method of both…”
Putra, O. N., Yulistiani, Y., Soedarsono, S., et al. (2023) · International Journal of Mycobacteriology · doi:10.4103/ijmy.ijmy_217_22 · Cited by 16
Childhood and adolescence physical activity and multimorbidity later in life: A systematic review
Souilla, L., Larsen, A. T. S., Juhl, C. B., Skou, S. T., & Bricca, A. (2024) · Journal of Multimorbidity and Comorbidity · doi:10.1177/26335565241231403 · Cited by 16
Guedes, J., Pereira, S. F., Amaral, D. C., et al. (2024) · Clinical ophthalmology · doi:10.2147/opth.s463525 · Cited by 16
Tse, J. H. W., Law, Q. P. S., Tsang, J. T. Y., Suen, L. K. P., Tyrovolas, S., & Kwan, R. Y. C. (2025) · The journal of nutrition health & aging · doi:10.1016/j.jnha.2025.100630 · Cited by 24
Liu, Z., Shi, J., Huang, Y., et al. (2023) · Complementary Therapies in Clinical Practice · doi:10.1016/j.ctcp.2023.101751 · Cited by 15
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Dolar-Szczasny, J., Drab, A., & Ręjdak, R. (2024) · Frontiers in Medicine · doi:10.3389/fmed.2024.1442758 · Cited by 15
Xu, H. Y., & Liu, R. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1347754 · Cited by 18
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Jiang, C., Li, S., Cai, D., Ye, J., Bao, Q., Liu, C., & Wang, S. (2024) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2024.135888 · Cited by 14
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Tao, R., Liu, C., Wong, P. Y., Huang, T., Alt, V., Rupp, M., Jantsch, J., Thébault, P., Labat, B., Ladam, G. D., et al. (2025) · Pharmacological Research · doi:10.1016/j.phrs.2025.107835 · Cited by 14
Platelet-rich plasma treatment for talar cartilage repair: a systematic review and meta-analysis
Peng, J., Wang, Q., Xu, Y., & He, H. (2023) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-023-06466-y · Cited by 13
Huang, Z., Meng, L., Bi, X., et al. (2024) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2024.1419152 · Cited by 13
Caponio, V. C. A., Silva, F. F. V. E., Popolo, F., Giugliano, S., Spizzirri, F., Lorenzo‐Pouso, A. I., Padín-Iruegas, E., Zhurakivska, K., Muzio, L. L., & López‐Pintor, R. M. (2024) · Mutation Research/Reviews in Mutation Research · doi:10.1016/j.mrrev.2024.108508 · Cited by 13
Non-invasive brain stimulation for patient with autism: a systematic review and meta-analysis
Liu, A., Gong, C., Wang, B., Sun, J., & Jiang, Z. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1147327 · Cited by 16
“Two researchers assessed the bias risk of the included RCT according to the RCT bias risk assessment tool recommended by the Cochrane system and cross-checked the results (38).”
BackgroundMethodMeta-analysis of visual fatigue based on visual display terminals
Wang, G., & Cui, Y. (2024) · BMC Ophthalmology · doi:10.1186/s12886-024-03721-1 · Cited by 12
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Restarting pre-exposure prophylaxis (PrEP) for HIV: a systematic review and meta-analysis
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“19 The inclusion criteria were as follows: the p opulation consisted of participants who suffered a stroke (18 years or older, with no limitations on gender, type of stroke, stage of stroke, or onset of stroke); the i ntervention was the use of mirror therapy; the c omparison was conventional…”
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“The PRISMA 2020 (Preferred Reporting Project 2020 for Systematic ReviewandMeta-Analysis) Statementwas followed in the report of the study, and the Cochrane Handbook for Systematic Reviews of Interventions was followed in the design and conduct of the study (Cumpston et al., 2022; Page et al., 2021).”
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Clinical efficacy of multiple intra-articular injection for hip osteoarthritis
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Metadata
- Authors
- Cumpston, M. S., McKenzie, J. E., Welch, V. A., & Brennan, S. E.
- Affiliations
- University of Newcastle Australia (AU)
- Monash University (AU)
- University of Ottawa (CA)
- Corresponding author
- Cumpston, Miranda S
- Venue
- Journal of Public Health
- Publisher
- Oxford University Press (OUP)
- Published
- 2022-03-28
- Volume
- 44
- Issue
- 4
- Pages
- e588-e592
- ISSN
- 0943-1853 (ISSN-L)
- 1741-3842
- 1741-3850
- PMC
- PMC9715291
- OpenAlex
- W4213435918
- Semantic Scholar
- 2d71db8c682696f6d419e48317010613d7d43d5c
- Cited by
- 464
- References
- 24
- Citations by year
- 2026: 114 · 2025: 133 · 2024: 147 · 2023: 54 · 2022: 15
- FWCI
- 28.58
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Public Health (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Funders
- Australian National Health and Medical Research Council
- Career Development Fellowship (1143429)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Social Sciences › Sociology and Political Science › Delphi Technique in Research
- Keywords
- systematic reviews, public health interventions, research question formulation, equity, intervention complexity, risk of bias assessment, methodological recommendations, evidence synthesis
- MeSH terms
- Systematic Reviews as Topic, Humans, Public Health, Public Health Practice, Bias
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